The Necessity of Engineering Rigor in Data and Software Management

Join Dr Tim Scarfe, Sayak Paul, Yannic Kilcher, and Alex Stenlake have a conversation with Mr. Chai Time Data Science; Sanyam Bhutani!

00:00:00 Introduction 

00:03:42 Show kick off 

00:06:34 How did Sanyam get started into ML 

00:07:46 Being a content creator 

00:09:01 Can you be self taught without a formal education in ML? 

00:22:54 Kaggle 

00:33:41 H20 product / job 

00:40:58 Intepretability / bias / engineering skills 

00:43:22 Get that first job in DS 

00:46:29 AWS ML Ops architecture / ml engineering 

01:14:19 Patterns 

01:18:09 Testability 

01:20:54 Adversarial examples 

Sanyam's blog -- https://sanyambhutani.com/tag/chaitimedatascience/

Chai Time Data Science -- https://www.youtube.com/c/ChaiTimeDataScience